微軟專業學程Microsoft Professional Program

Data Science

1. Get Started with Data Science

Introduction to Data Science

2. Analyze and Visualize Data

Analyzing and Visualizing Data with Power BI

Analyzing and Visualizing Data with Excel

3. Communicate Data Insights

Analytics Storytelling for Impact

4. Apply Ethics and Law in Analytics

Ethics and Law in Data and Analytics

5. Query Relational Data

Querying Data with Transact-SQL

6. Explore Data with Code

Introduction to R for Data Science

Introduction to Python for Data Science

7. Apply Math and Statistics to Data Science

Essential Math for Machine Learning: R Edition

Essential Math for Machine Learning: Python Edition

8. Plan and Conduct Data Studies

Data Science Research Methods: R Edition

Data Science Research Methods: Python Edition

9. Build Machine Learning Models

Principles of Machine Learning: R Edition

Principles of Machine Learning: Python Edition

10. Build Predictive Solutions at Scale

Developing Big Data Solutions with Azure Machine Learning

Analyzing Big Data with Microsoft R

Implementing Predictive Analytics with Spark in Azure HDInsight